Dataset Versions
Versions
males
v22
· 17 days ago
females
v21
· 17 days ago
arabs
v20
· 24 days ago
2024-11-03 5:50am
v19
· 2 months ago
rel_arab_female and very_rel_arab_female -remapped to rel-
v18
· 2 months ago
rel_jew_female and very_rel_jew_female -remapped to rel-
v17
· 2 months ago
rel_jew_male
v16
· 2 months ago
very_rel_jew_male
v14
· 2 months ago
neutral_female and non_rel_fem -remapped to neutral-
v10
· 2 months ago
neutral_male and non_rel_male -remapped to neutral-
v9
· 2 months ago
2024-10-24 10:15pm
v8
· 2 months ago
2024-10-21 4:39am
v6
· 2 months ago
2024-10-19 4:30am
v2
· 2 months ago
v6
2024-10-21 4:39am
Generated on Oct 21, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1992 Total Images
View All Images
Dataset Split
Train Set 88%
1758Images
Valid Set 6%
119Images
Test Set 6%
115Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 18 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -12° and +12°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels